# 06. Control and feedback

Editorial teaching text. Check scientific claims against the cited primary sources; the project framework is identified in the text.

A lamp is part of a system. Someone switches it on, dims it, notices glare or asks for less light. Useful control starts with an understandable action and a way to undo it.

Useful inputs include presence, time, measured light, activity and voluntary comfort reports. A camera is optional; observation can be a short note written by the person.

During training, the agent proposes actions. Device control is a separate stage with explicit authority, operating limits and a return to manual operation.

## Key idea
An observation should help improve a specific decision.

## Human practice
Describe one real situation related to this topic. Separate observations from assumptions and list the evidence needed to check them.

## Agent assignment
Describe three scenes and their transitions. Include manual cancellation, missing measurements and a verification criterion.



Light Academy · 1.5.0 · 2026-09-17